Gustav Šourek

GŠ

Publications

259

Citations

H-Index

2015

Active since

Affiliations

Czech Technical University in Prague(Current)

Gustav Šourek is an author at Czech Technical University in Prague specializing in machine learning, statistical relational learning, and data science.

Top concepts

Machine LearningEngineeringData SciencePredictive AnalyticsStatistical Relational LearningComputer ScienceAutomated ReasoningKnowledge DiscoveryArtificial IntelligenceFinance

Publications per year

2015–2021

Publications

Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures

Gustav Šourek, Vojtech Aschenbrenner, Filip Železný et al. · Journal of Artificial Intelligence Research · 2018 · 77 citations · Full text

Artificial Intelligence, Natural Language Processing, Structured Prediction +13

Learning to predict soccer results from relational data with gradient boosted trees

Ondřej Hubáček, Gustav Šourek, Filip Železný · Machine Learning · 2018 · 68 citations · Full text

Artificial Intelligence, Relational Data, Engineering +11

Exploiting sports-betting market using machine learning

Ondřej Hubáček, Gustav Šourek, Filip Železný · International Journal of Forecasting · 2019 · 61 citations

Economics, Prediction Market, Machine Learning +9

Lifted Relational Neural Networks

Gustav Šourek, Vojtech Aschenbrenner, Filip Železný et al. · arXiv (Cornell University) · 2015 · 36 citations · Full text

Relational Rules, Knowledge Representation, Neural Network Learning +14

Forty years of score-based soccer match outcome prediction: an experimental review

Ondřej Hubáček, Gustav Šourek, Filip Železný · IMA Journal of Management Mathematics · 2021 · 17 citations

Weibull Distributions, Ranking Algorithm, Predictive Analytics +6

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